Landoacute pez (72 risultati)

Paperback. Condizione: New.

Paperback. Condizione: New.

Paperback. Condizione: New.

Paperback. Condizione: New. 1.

Paperback. Condizione: New.

Paperback. Condizione: New. 1°.

Paperback. Condizione: New.

Paperback. Condizione: New.

Paperback. Condizione: New. edición.

Paperback. Condizione: New. Illustrated.

Hardback. Condizione: New.

Hardback. Condizione: New.

Paperback. Condizione: New. 1°.

Hardback. Condizione: New.

Hardback. Condizione: New.

Hardback. Condizione: New.

Hardback. Condizione: New. This is an open access book. This comprehensive and timely methodological book introduces several novel topics under the overarching sections of advanced learning analytics (LA), artificial intelligence (AI), precision education, and complex systems. These topics are presented using accessible language, beginning with introductory chapters that cover the fundamentals of each section, followed by step-by-step tutorials featuring code and datasets for various methods within each area. Although the title refers to "advanced LA," the book is written for the broader educational research community and is of interest to quantitative researchers from diverse backgrounds. The first section focuses on Explainable AI and machine learning (ML), with an introduction to the methods, their applications, and tutorials. The second section outlines the foundational concepts of LLMs, their potential applications, and related methodologies, with a tutorial on using LLMs in various analytical tasks. The third section focuses on complex systems, which have become integral to many disciplines and have enabled breakthroughs in modeling intractable problems. Here, three chapters cover Transition Network Analysis (TNA), which fills a critical gap in modeling the temporal unfolding of learning processes over time from a complex systems perspective. The final section addresses precision education, with a particular emphasis on person-centered and person-specific (idiographic) methodologies.…

Hardback. Condizione: New. 1°. López Rubio, Ayesha (illustratore).

Hardback. Condizione: New. 2024 ed. This open access comprehensive methodological book offers a much-needed answer to the lack of resources and methodological guidance in learning analytics, which has been a problem ever since the field started. The book covers all important quantitative topics in education at large as well as the latest in learning analytics and education data mining. The book also goes deeper into advanced methods that are at the forefront of novel methodological innovations. Authors of the book include world-renowned learning analytics researchers, R package developers, and methodological experts from diverse fields offering an unprecedented interdisciplinary reference on novel topics that is hard to find elsewhere.The book starts with the basics of R as a programming language, the basics of data cleaning, data manipulation, statistics, and analytics. In doing so, the book is suitable for newcomers as they can find an easy entry to the field, as well as being comprehensive of all the major methodologies. For every method, the corresponding chapter starts with the basics, explains the main concepts, and reviews examples from the literature. Every chapter has a detailed explanation of the essential techniques and basic functions combined with code and a full tutorial of the analysis with open-access real-life data. A total of 22 chapters are included in the book covering a wide range of methods such as predictive learning analytics, network analysis, temporal networks, epistemic networks, sequence analysis, process mining, factor analysis, structural topic modeling, clustering, longitudinal analysis, and Markov models. What is really unique about the book is that researchers can perform the most advanced analysis with the included code using the step-by-step tutorial and the included data without the need for any extra resources.This is an open access book.…

Hardback. Condizione: New.

Hardback. Condizione: New.

Hardback. Condizione: New. 1°.

Hardback. Condizione: New.

Hardback. Condizione: New. Illustrated. Wuji House (illustratore).

Paperback. Condizione: New.

Paperback. Condizione: New.

Hardback. Condizione: New.

Paperback. Condizione: New. 1°.

Paperback. Condizione: New.

Paperback. Condizione: New. Illustrated.